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A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids

Developing effective drugs for Alzheimer’s disease (AD), the most common cause of dementia, has been difficult because of complicated pathogenesis. Here, we report an efficient, network-based drug-screening platform developed by integrating mathematical modeling and the pathological features of AD w...

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Autores principales: Park, Jong-Chan, Jang, So-Yeong, Lee, Dongjoon, Lee, Jeongha, Kang, Uiryong, Chang, Hongjun, Kim, Haeng Jun, Han, Sun-Ho, Seo, Jinsoo, Choi, Murim, Lee, Dong Young, Byun, Min Soo, Yi, Dahyun, Cho, Kwang-Hyun, Mook-Jung, Inhee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804132/
https://www.ncbi.nlm.nih.gov/pubmed/33436582
http://dx.doi.org/10.1038/s41467-020-20440-5
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author Park, Jong-Chan
Jang, So-Yeong
Lee, Dongjoon
Lee, Jeongha
Kang, Uiryong
Chang, Hongjun
Kim, Haeng Jun
Han, Sun-Ho
Seo, Jinsoo
Choi, Murim
Lee, Dong Young
Byun, Min Soo
Yi, Dahyun
Cho, Kwang-Hyun
Mook-Jung, Inhee
author_facet Park, Jong-Chan
Jang, So-Yeong
Lee, Dongjoon
Lee, Jeongha
Kang, Uiryong
Chang, Hongjun
Kim, Haeng Jun
Han, Sun-Ho
Seo, Jinsoo
Choi, Murim
Lee, Dong Young
Byun, Min Soo
Yi, Dahyun
Cho, Kwang-Hyun
Mook-Jung, Inhee
author_sort Park, Jong-Chan
collection PubMed
description Developing effective drugs for Alzheimer’s disease (AD), the most common cause of dementia, has been difficult because of complicated pathogenesis. Here, we report an efficient, network-based drug-screening platform developed by integrating mathematical modeling and the pathological features of AD with human iPSC-derived cerebral organoids (iCOs), including CRISPR-Cas9-edited isogenic lines. We use 1300 organoids from 11 participants to build a high-content screening (HCS) system and test blood–brain barrier-permeable FDA-approved drugs. Our study provides a strategy for precision medicine through the convergence of mathematical modeling and a miniature pathological brain model using iCOs.
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spelling pubmed-78041322021-01-21 A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids Park, Jong-Chan Jang, So-Yeong Lee, Dongjoon Lee, Jeongha Kang, Uiryong Chang, Hongjun Kim, Haeng Jun Han, Sun-Ho Seo, Jinsoo Choi, Murim Lee, Dong Young Byun, Min Soo Yi, Dahyun Cho, Kwang-Hyun Mook-Jung, Inhee Nat Commun Article Developing effective drugs for Alzheimer’s disease (AD), the most common cause of dementia, has been difficult because of complicated pathogenesis. Here, we report an efficient, network-based drug-screening platform developed by integrating mathematical modeling and the pathological features of AD with human iPSC-derived cerebral organoids (iCOs), including CRISPR-Cas9-edited isogenic lines. We use 1300 organoids from 11 participants to build a high-content screening (HCS) system and test blood–brain barrier-permeable FDA-approved drugs. Our study provides a strategy for precision medicine through the convergence of mathematical modeling and a miniature pathological brain model using iCOs. Nature Publishing Group UK 2021-01-12 /pmc/articles/PMC7804132/ /pubmed/33436582 http://dx.doi.org/10.1038/s41467-020-20440-5 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Park, Jong-Chan
Jang, So-Yeong
Lee, Dongjoon
Lee, Jeongha
Kang, Uiryong
Chang, Hongjun
Kim, Haeng Jun
Han, Sun-Ho
Seo, Jinsoo
Choi, Murim
Lee, Dong Young
Byun, Min Soo
Yi, Dahyun
Cho, Kwang-Hyun
Mook-Jung, Inhee
A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title_full A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title_fullStr A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title_full_unstemmed A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title_short A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids
title_sort logical network-based drug-screening platform for alzheimer’s disease representing pathological features of human brain organoids
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804132/
https://www.ncbi.nlm.nih.gov/pubmed/33436582
http://dx.doi.org/10.1038/s41467-020-20440-5
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